COVID, Twitter, 2/4/2023 8:30:16 AM, 288496


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COVID_2023-02-04_00-19-13.xlsx
COVID_2023-02-04_00-19-13.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 04, 2023
Short Description:
COVID via NodeXL https://bit.ly/3joQiKx
@healthbyjames
@rwmalonemd
@elonmusk
@vetoffroad
@potus
@youtube
@ampincivero
@pierrekory
@project_veritas
@pfizer

Top hashtags:
#covid
#sistemapatria
#covid19
#longcovid
#atención
#carnetdelapatria
#pfertility
#sucrehombresur

Description:
Description
The graph represents a network of 7,118 Twitter users whose recent tweets contained "COVID", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 08:24 UTC.

The tweets in the network were tweeted over the 775-day, 1-hour, 17-minute period from Sunday, 20 December 2020 at 23:43 UTC to Saturday, 04 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 7118
Unique Edges : 3857
Edges With Duplicates : 11124
Total Edges : 14981
Number of Edge Types : 9
Retweet : 3355
MentionsInRetweet : 4053
Replies to : 1734
MentionsInReplyTo : 3446
Tweet : 1572
Quote : 174
Mentions : 497
MentionsInQuoteReply : 42
MentionsInQuote : 108
Self-Loops : 1884
Reciprocated Vertex Pair Ratio : 0.0300382304751502
Reciprocated Edge Ratio : 0.0583244962884411
Connected Components : 1504
Single-Vertex Connected Components : 379
Maximum Vertices in a Connected Component : 2928
Maximum Edges in a Connected Component : 7428
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.051486
Graph Density : 0.000148917840661306
Modularity : 0.523705
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 7,118 Twitter users whose recent tweets contained "COVID", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 2/3/2023 5:00:35 PM. The network was obtained from Twitter on Saturday, 04 February 2023 at 08:24 UTC.

The tweets in the network were tweeted over the 775-day, 1-hour, 17-minute period from Sunday, 20 December 2020 at 23:43 UTC to Saturday, 04 February 2023 at 01:00 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : COVID
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[31] https://twitter.com/healthbyjames/status/1621650065130414082/video/1
[27] https://naturalnews.com/
[27] https://dailytelegraph.co.nz/world/thai-princess-coma-mystery-world-expert-says-its-a-covid-jab-injury/
[24] https://tribunanacional.com.br/noticia/4938/numero-crescente-de-medicos-agora-se-recusa-a-receber-vacinas-de-reforco-covid-19
[24] https://rumble.com/v1qom72-dr-sucharit-bhakdi-covid-19-vaccine-destroys-hearts-and-brains-of-billions-.html
[23] https://www.vtv.gob.ve/oms-reporta-disminucion-casos-covid-19/
[16] https://news.gallup.com/poll/468992/ethiopians-grim-two-years-war.aspx
[15] https://twitter.com/VTVcanal8/status/1621599404628054024/photo/1
[14] https://www.express.co.uk/comment/expresscomment/1729287/covid-19-infection-china-cover-up-conspiracy-USA-wuhan-laboratory-man-made-virus-weapon#amp-readmore-target
[14] https://www.naturalnews.com/2023-02-01-growing-number-physicians-refuse-covid-booster-shots.html

Top URLs in Tweet in G1:
[4] https://twitter.com/buckdoyle/status/1621674365648769024/photo/1
[3] https://childrenshealthdefense.org/defender/merck-covid-pill-virus-mutations/
[2] https://expose-news.com/2023/02/03/8x-increase-child-excess-deaths-europe-c19-vaccine/
[2] https://www.independent.co.uk/life-style/health-and-families/tumour-liver-cancer-symptoms-female-surgery-b2275664.html
[2] https://www.bbc.co.uk/news/world-asia-64494095
[2] https://www.cbc.ca/news/canada/montreal/quebec-covid-booster-recommendations-change-1.6735069
[2] https://www.npr.org/sections/health-shots/2023/02/03/1153970427/u-s-covid-winter-surge-fading-fast
[2] https://www.theguardian.com/australia-news/2023/feb/03/deaths-from-covid-in-australian-aged-care-pass-5000-after-monthly-fatalities-double-in-january?CMP=Share_iOSApp_Other
[2] https://naturalnews.com/
[2] https://www.express.co.uk/comment/expresscomment/1729287/covid-19-infection-china-cover-up-conspiracy-USA-wuhan-laboratory-man-made-virus-weapon

Top URLs in Tweet in G2:
[27] https://twitter.com/healthbyjames/status/1621650065130414082/video/1
[19] https://dailytelegraph.co.nz/world/thai-princess-coma-mystery-world-expert-says-its-a-covid-jab-injury/
[8] https://www.naturalnews.com/2023-02-01-growing-number-physicians-refuse-covid-booster-shots.html
[4] https://twitter.com/ZachariaKing28/status/1621673226857324546/photo/1
[3] https://www.stewpeters.com/video/2023/02/shocking-admission-from-pfizer-exec-pharmas-new-drug-mutating-covid-womens-reproduction-at-risk/
[2] https://www.zerohedge.com/markets/pfizer-shares-slide-covid-vaccine-demand-expected-slide
[2] https://twitter.com/healthbyjames/status/1614834372032471044/photo/1
[2] https://www.dailymail.co.uk/health/article-11710119/The-truth-Pfertility-Covid-vaccines-disrupt-menstrual-cycles.html?ito=social-twitter_mailonline
[2] https://twitter.com/healthbyjames/status/1621523561990221832
[2] https://twitter.com/PhillyPharmaBoy/status/1621594675076366337/photo/1

Top URLs in Tweet in G3:
[9] https://twitter.com/Project_Veritas/status/1621274788734943233/video/1
[6] https://twitter.com/Project_Veritas/status/1621274788734943233
[4] https://twitter.com/dingetjesdinges/status/1621435368070316033/photo/1
[3] https://www.youtube.com/watch?v=AcChqdmkuEU&feature=youtu.be

[2] https://www.forbes.com/sites/brucelee/2023/01/28/no-project-veritas-video-doesnt-prove-pfizer-is-mutating-covid-19-who-is-jordon-trishton-walker/?sh=4a782b3e623d
[2] https://twitter.com/Project_Veritas/status/1621564110906220544/video/1
[2] https://twitter.com/TheRedactedInc/status/1621176618856357888
[1] https://twitter.com/PaoloUggetti/status/1621618934893154304
[1] https://twitter.com/Project_Veritas/status/1618405890612420609/video/1
[1] https://twitter.com/SpartaJustice/status/1620395792824680449?s=20&t=6i2hoq1Ol6lgVsAfG3uLwg

Top URLs in Tweet in G4:
[10] https://www.express.co.uk/comment/expresscomment/1729287/covid-19-infection-china-cover-up-conspiracy-USA-wuhan-laboratory-man-made-virus-weapon#amp-readmore-target
[4] https://twitter.com/justsee/status/1621669558217211904/photo/1
[2] https://m.theepochtimes.com/mkt_app/uk-watchdog-rules-pfizer-ceo-made-misleading-statements-on-vaccinating-children-against-covid-19_5022549.html?utm_campaign=app-cc&utm_source=ref_share
[2] https://twitter.com/justsee/status/1621673192363548673/photo/1
[1] https://twitter.com/RWMaloneMD/status/1621510035607265281/photo/1
[1] https://www.ntd.com/inside-the-secret-government-meeting-on-covid-19-natural-immunity_898799.html
[1] https://twitter.com/kerpen/status/1621331470374633472/photo/1
[1] https://twitter.com/healthbyjames/status/1621220529024765953/video/1
[1] https://twitter.com/its_the_Dr/status/1621671713418235904/photo/1
[1] https://stevekirsch.substack.com/p/death-reports-prove-that-the-covid

Top URLs in Tweet in G5:
[16] https://news.gallup.com/poll/468992/ethiopians-grim-two-years-war.aspx
[2] https://reliefweb.int/report/ethiopia/ethiopia-education-cluster-quarterly-newsletter-4-jan-2023
[2] https://twitter.com/Alena4Tigray/status/1621350449465942016
[2] https://twitter.com/Martawit8/status/1621670003539070976/photo/1
[2] https://twitter.com/potus/status/1621565430316908544
[1] https://twitter.com/POTUS/status/1621289995418968064/video/1
[1] https://twitter.com/POTUS/status/1621637157491277825/photo/1
[1] https://twitter.com/ol4487/status/1621674660617150465/photo/1
[1] https://twitter.com/KarenMakesMasks/status/1621674962565189633/photo/1
[1] https://twitter.com/KarenMakesMasks/status/1621674696319139842/photo/1

Top URLs in Tweet in G6:
[3] https://twitter.com/vl_plus/status/1621249603625488386/photo/1
[2] https://dailyclout.io/report-54-infants-and-children-under-12-given-the-pfizer-mrna-covid-vaccine-seven-months-before-pediatric-approval-71-suffered-serious-adverse-events/
[2] https://twitter.com/Ex_infirmier/status/1621166199345238017/photo/1
[2] https://twitter.com/vince8004/status/1621570597594464256/photo/1
[2] https://torontosun.com/news/local-news/warmington-health-canada-deems-400-deaths-after-receiving-covid-vaccine-low
[1] https://expose-news.com/2023/02/03/8x-increase-child-excess-deaths-europe-c19-vaccine/
[1] https://www.cnews.fr/emission/2023-02-03/lheure-des-pros-du-03022023-1318390
[1] https://twitter.com/Dover63A/status/1621501963560169472/video/1
[1] https://twitter.com/Dover63A/status/1621547232129417218/photo/1
[1] https://twitter.com/decoder_l/status/1621454365469843458/photo/1

Top URLs in Tweet in G7:
[21] https://rumble.com/v1qom72-dr-sucharit-bhakdi-covid-19-vaccine-destroys-hearts-and-brains-of-billions-.html
[3] https://www.zerohedge.com/covid-19/pfizer-ceo-made-misleading-statements-vaccinating-children-against-covid-19-uk-watchdog
[3] https://twitter.com/Woodland_Beast/status/1621674381700120578/photo/1
[3] https://twitter.com/Woodland_Beast/status/1621669403577180161/photo/1
[2] https://www.theepochtimes.com/fda-sued-for-withholding-covid-19-vaccine-safety-analyses_5017378.html?utm_source=MB_article_paid&src_src=MB_article_paid&utm_campaign=mb-2023-01-29-ca&src_cmp=mb-2023-01-29-ca&utm_medium=email&est=bDkbooxWhPt4sIwsPcYVdcohb16sJcTodclYdQCMWJw%2BzXOTrude%2B89M83uqaQ%3D%3D&utm_term=news3&utm_content=3
[1] https://twitter.com/goddeketal/status/1612176596055789568/video/1
[1] https://twitter.com/goddeketal/status/1621222419037040640/photo/1
[1] https://twitter.com/goddeketal/status/1621567442508988417/photo/1
[1] https://www.mdpi.com/2079-6382/11/8/1078/htm
[1] https://twitter.com/goddeketal/status/1621547058325766145/photo/1

Top URLs in Tweet in G8:
[2] https://www.cureus.com/articles/120437-exploring-the-implications-of-new-onset-diabetes-in-covid-19-a-narrative-review#!/
[2] https://www.newsnow.co.uk/share?utm_source=newsnow&utm_campaign=domains&utm_medium=web&utm_content=newsnow.co.uk&u=https%253A//www.bbc.co.uk/news/health-64496025&sgt=shv2&sg=c2b6309d&sid=2
[2] https://www.telegraph.co.uk/global-health/science-and-disease/two-streets-alone-20-people-died-covid-last-month/
[2] https://apps.apple.com/us/app/bost-app/id1478516141?ls=1
[2] https://play.google.com/store/apps/details?id=com.boropost.application
[1] https://twitter.com/AlexTaylorNews/status/1621608032432947204/video/1
[1] https://news.yahoo.com/dangerous-fungal-illness-rapidly-spreading-182156354.html
[1] https://www.valuepenguin.com/long-covid-study
[1] https://www.nytimes.com/2023/02/03/opinion/bird-flu-h5n1-pandemic.html
[1] https://www.cnn.com/2023/01/14/health/long-covid-children

Top URLs in Tweet in G9:
[3] https://www.croakey.org/rethinking-covid-hegemony/
[3] https://twitter.com/healthgovau/status/1621267248240279552
[1] https://twitter.com/ReesiePeacie/status/1621537992639660034/photo/1
[1] https://twitter.com/johnsgunn/status/1621666756262600711/photo/1
[1] https://twitter.com/drliesel/status/1621645627074686976
[1] https://womensagenda.com.au/life/health/gp-role-substitutions-arent-the-answer-in-the-future-of-primary-care/
[1] https://twitter.com/k_eagar/status/1621462544094470144/photo/1
[1] https://www.medrxiv.org/content/10.1101/2023.01.26.23285076v1
[1] https://www.medrxiv.org/content/10.1101/2023.01.22.23284884v1
[1] https://thegauntlet.substack.com/p/covid-can-damage-your-heart-not-talking

Top URLs in Tweet in G10:
[22] https://naturalnews.com/
[2] https://dailyclout.io/covid-vaccines-killed-278000-americans-by-the-end-of-2021-peer-reviewed-study-finds/
[2] https://expose-news.com/2023/01/17/fauci-lied-hundreds-thousands-children-died/
[1] https://petermcculloughmd.substack.com/p/cardiac-tamponade-after-covid-19?r=14jb45&utm_campaign=post&utm_medium=web
[1] https://www.naturalnews.com/2023-02-01-growing-number-physicians-refuse-covid-booster-shots.html
[1] https://www.express.co.uk/comment/expresscomment/1729287/covid-19-infection-china-cover-up-conspiracy-USA-wuhan-laboratory-man-made-virus-weapon
[1] https://twitter.com/Spiro_Ghost/status/1621658035818209281/video/1
[1] https://www.thegatewaypundit.com/2023/01/renowned-mit-professor-drug-safety-analytics-specialist-calls-immediate-suspension-mrna-covid-vaccines/
[1] https://expose-news.com/2023/01/24/american-doctors-admitted-to-risking-lives-on-ventilators/
[1] https://twitter.com/ALEGRA1988/status/1621662054586224644/photo/1

Top Domains
Top Domains in Tweet in Entire Graph:
[1319] twitter.com
[66] co.uk
[45] rumble.com
[44] naturalnews.com
[41] com.br
[28] youtube.com
[27] co.nz
[26] instagram.com
[24] gob.ve
[23] zerohedge.com

Top Domains in Tweet in G1:
[88] twitter.com
[17] co.uk
[7] childrenshealthdefense.org
[6] wordpress.com
[5] naturalnews.com
[4] youtube.com
[3] expose-news.com
[3] substack.com
[3] npr.org
[3] theguardian.com

Top Domains in Tweet in G2:
[60] twitter.com
[19] co.nz
[8] naturalnews.com
[6] co.uk
[3] stewpeters.com
[3] zerohedge.com
[1] globalnews.ca
[1] indiatimes.com
[1] rumble.com
[1] dailywire.com

Top Domains in Tweet in G3:
[56] twitter.com
[10] youtube.com
[3] forbes.com
[3] dailyclout.io
[1] zerohedge.com
[1] nytimes.com
[1] ca.gov
[1] trib.al
[1] naturalnews.com
[1] co.nz

Top Domains in Tweet in G4:
[23] twitter.com
[12] co.uk
[2] theepochtimes.com
[2] youtube.com
[1] ntd.com
[1] substack.com
[1] document.no
[1] t.me
[1] eventiavversinews.it
[1] gov.au

Top Domains in Tweet in G5:
[20] twitter.com
[16] gallup.com
[2] reliefweb.int
[1] nytimes.com
[1] marketwatch.com
[1] umn.edu
[1] instagram.com

Top Domains in Tweet in G6:
[36] twitter.com
[2] dailyclout.io
[2] youtube.com
[2] torontosun.com
[1] expose-news.com
[1] cnews.fr
[1] naturalnews.com
[1] guyboulianne.info
[1] zerohedge.com
[1] rumble.com

Top Domains in Tweet in G7:
[21] rumble.com
[18] twitter.com
[4] zerohedge.com
[2] thecountersignal.com
[2] dailysceptic.org
[2] substack.com
[2] theepochtimes.com
[1] mdpi.com
[1] rebelnews.com
[1] cnn.com

Top Domains in Tweet in G8:
[9] twitter.com
[4] trib.al
[4] co.uk
[2] cureus.com
[2] apple.com
[2] google.com
[1] yahoo.com
[1] valuepenguin.com
[1] nytimes.com
[1] cnn.com

Top Domains in Tweet in G9:
[20] twitter.com
[3] croakey.org
[2] medrxiv.org
[1] com.au
[1] substack.com
[1] theguardian.com
[1] nb.ca
[1] epa.gov
[1] net.au
[1] theconversation.com

Top Domains in Tweet in G10:
[23] naturalnews.com
[12] twitter.com
[3] expose-news.com
[2] dailyclout.io
[1] substack.com
[1] co.uk
[1] thegatewaypundit.com
[1] kusi.com
[1] fda.gov

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[70] covid
[34] sistemapatria
[31] covid19
[31] longcovid
[27] atención
[27] carnetdelapatria
[26] pfertility
[21] sucrehombresur
[20] allowaccesstotigray
[14] pfizer



Top Hashtags in Tweet in G1:
[10] covid
[8] covid19
[3] pfizer
[3] vaccine
[3] moderna
[2] bioweapon
[2] booster
[2] mrna
[2] covidisme
[2] longcovid

Top Hashtags in Tweet in G2:
[1] trudeaumustresign
[1] selloutsingh
[1] needstobearrested
[1] crimesagainsthisownpeople

Top Hashtags in Tweet in G3:
[20] pfertility
[2] directedevolution
[2] pfizerexposed
[2] vaccinegenocide
[1] pfizer
[1] fertility
[1] miscarriage
[1] pfizerliedpeopledied
[1] vaccinesideeffects
[1] vaccine

Top Hashtags in Tweet in G4:
[2] pfertility
[1] psywar
[1] fifthgenwarfare
[1] showusthedata

Top Hashtags in Tweet in G5:
[20] allowaccesstotigray
[2] jobsreport
[1] tigraygenocide
[1] 12millionbidenjobs
[1] eritreaoutoftigray
[1] savetigraychildren
[1] gopliesabouteverything
[1] spyballoon
[1] covid_19
[1] bidencrimefamily

Top Hashtags in Tweet in G6:
[8] chaillot
[3] tpmp
[3] entièrementvax
[3] décédé
[3] vaccins
[3] arnm
[2] pétition
[2] covid19
[1] vaccinesideeffects
[1] vaccineinjuries

Top Hashtags in Tweet in G7:
[1] covid
[1] covidvaccines

Top Hashtags in Tweet in G8:
[8] longcovid
[4] covid
[1] herotozero
[1] nursesstrike
[1] bringbackmasks
[1] wearamask

Top Hashtags in Tweet in G9:
[3] auspol
[2] corsirosenthalbox
[2] hepa
[1] covid19
[1] longcovid
[1] albocovidfail
[1] covidisnotover
[1] canpoli
[1] cdnpoli
[1] dictators

Top Hashtags in Tweet in G10:
[2] ビル・ゲイツ
[1] courageousdiscourse
[1] boom
[1] エプスタイン
[1] マッチポンプ推進事務所_ms_office
[1] vaxxedtodeath

Top Words
Top Words in Tweet in Entire Graph:
[5375] covid
[1324] 19
[602] people
[548] vaccine
[473] more
[400] vaccines
[362] pfizer
[337] breaking
[327] deaths
[312] over

Top Words in Tweet in G1:
[370] covid
[91] 19
[39] vaccine
[31] people
[20] more
[20] china
[19] health
[19] pandemic
[18] back
[18] booster

Top Words in Tweet in G2:
[276] covid
[211] healthbyjames
[98] 19
[90] breaking
[89] vaccine
[61] more
[58] deaths
[57] urgent
[57] 000
[56] vaccines

Top Words in Tweet in G3:
[222] covid
[130] pfizer
[111] 19
[87] breaking
[81] project_veritas
[62] something
[58] over
[55] concerned
[54] women's
[52] director

Top Words in Tweet in G4:
[194] covid
[145] rwmalonemd
[110] engineered
[110] infectious
[110] humans
[110] shut
[110] follow
[110] make
[110] told
[110] 'knew

Top Words in Tweet in G5:
[164] covid
[114] war
[93] potus
[66] food
[65] years
[64] jobs
[63] 19
[62] rising
[55] two
[51] costs

Top Words in Tweet in G6:
[143] covid
[49] sont
[45] 19
[45] ce
[40] tous
[31] plus
[30] mes
[28] decoder_l
[27] positif
[27] depuis

Top Words in Tweet in G7:
[164] covid
[84] 19
[56] goddeketal
[38] vitamin
[35] doses
[34] vaccine
[33] people
[31] simply
[31] patients
[31] high

Top Words in Tweet in G8:
[70] covid
[25] more
[13] meetjess
[12] 19
[12] people
[12] foxnews
[11] diabetes
[9] uk
[9] long
[9] enemyinastate

Top Words in Tweet in G9:
[151] covid
[31] people
[25] deaths
[23] mask
[18] one
[18] death
[16] albomp
[14] wear
[14] 1goodtern
[13] need

Top Words in Tweet in G10:
[65] covid
[36] 19
[30] p_mcculloughmd
[25] shots
[22] number
[22] refusing
[22] lot
[22] growing
[22] booster
[22] physicians

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1306] covid,19
[228] covid,vaccine
[152] 19,vaccines
[124] make,infectious
[124] infectious,humans
[124] covid,engineered
[124] engineered,make
[123] told,shut
[123] humans,told
[122] shut,follow

Top Word Pairs in Tweet in G1:
[88] covid,19
[20] covid,vaccine
[11] attend,schools
[11] vaccine,attend
[10] require,covid
[9] covid,vaccines
[8] covid,last
[8] 19,vaccine
[7] 50,booster
[7] 19,pandemic

Top Word Pairs in Tweet in G2:
[97] covid,19
[78] healthbyjames,breaking
[53] pre,covid
[52] past,two
[52] compared,pre
[52] 'when,see
[52] ireland,sees
[52] more,deaths
[52] deaths,past
[52] see,death

Top Word Pairs in Tweet in G3:
[111] covid,19
[79] breaking,pfizer
[54] over,women's
[54] concerned,over
[50] women's,reproductive
[50] project_veritas,breaking
[49] director,concerned
[47] pfizer,director
[36] mutating,covid
[32] pfizer,exploring

Top Word Pairs in Tweet in G4:
[110] shut,follow
[110] humans,told
[110] 'knew,covid
[110] make,infectious
[110] told,shut
[110] engineered,make
[110] covid,engineered
[110] infectious,humans
[109] follow,compl
[109] rwmalonemd,'knew

Top Word Pairs in Tweet in G5:
[63] covid,19
[51] surveyed,tail
[51] food,costs
[51] two,years
[51] ns,surveyed
[51] war,covid
[51] years,war
[51] costs,ns
[51] rising,food
[49] battered,two

Top Word Pairs in Tweet in G6:
[44] covid,19
[25] 1er,février
[25] lorsqu,positif
[25] positif,covid
[25] depuis,1er
[25] isoler,lorsqu
[25] février,plus
[22] covid,ça
[22] besoin,isoler
[22] signifie,pouvoirs

Top Word Pairs in Tweet in G7:
[84] covid,19
[31] doses,vitamin
[31] high,doses
[30] happens,administer
[30] simply,die
[30] patients,simply
[30] die,study
[30] 19,patients
[30] vitamin,severe
[30] administer,high

Top Word Pairs in Tweet in G8:
[12] covid,19
[6] long,covid
[6] type,type
[5] budvarcat,meetjess
[5] meetjess,ellecreative
[5] more,covid
[4] uk,ended
[4] saved,lives
[4] foxnews,covid
[4] deaths,population

Top Word Pairs in Tweet in G9:
[14] wear,mask
[13] covid,death
[10] covid,19
[7] australia,having
[7] report,australia
[7] one,covid
[7] covid,weekly
[7] mask,everywhere
[7] weekly,report
[7] covid,deaths

Top Word Pairs in Tweet in G10:
[36] covid,19
[22] growing,number
[22] refusing,covid
[22] 19,booster
[22] shots,lot
[22] physicians,refusing
[22] booster,shots
[22] number,physicians
[21] p_mcculloughmd,growing
[8] positivos,escribió

Top Replied-To
Top Replied-To in Entire Graph:
@potus
@marionawfal
@laurenboebert
@goddeketal
@jim_jordan
@ultrawave5
@healthbyjames
@tanyarlfes
@roper_lab
@repstefanik

Top Replied-To in G2:
@healthbyjames
@it_just_matters
@jcwiggins
@mclernondylan
@bigpitty76
@dorthyestabrook
@wehuntcurt
@cherylc18053077
@phillypharmaboy
@notoallgmos

Top Replied-To in G3:
@project_veritas
@charliekirk11
@rmconservative
@michell89253253
@paolouggetti
@miketidman
@real_marinex
@rwmalonemd
@ted_macie
@ericspracklen

Top Replied-To in G4:
@rwmalonemd
@stkirsch
@joedobrin
@its_the_dr
@mirwijn
@bhowiecdn
@dytoberareload
@kerpen
@bellfrances53
@openvaers

Top Replied-To in G5:
@potus
@repstefanik
@joshuaparnell14
@smythebobbi
@phylliel
@nba_erdrick
@seattle_fan1980
@skynet_t_1000
@randallotto59
@actbrigitte

Top Replied-To in G6:
@vince8004
@vl_plus
@amine_umlil
@myriampalomba
@remisalomon
@bernadopaolo
@f_philippot
@gasparomax
@jdtaillefesse
@diedsuddenly_

Top Replied-To in G7:
@goddeketal
@aghuff
@bretweinstein
@texaslindsay_
@jasoncr70173537
@quantizedphoton
@crankyjaybird
@tonyhui99
@leelasik
@naomirwolf

Top Replied-To in G8:
@foxnews
@kingfish3rr
@nurseborisbash
@bilasheidi
@marcusfitzsimon
@youarelobbylud
@k3llyb33n
@masscott1776
@macfarlanenews
@drericding

Top Replied-To in G9:
@1goodtern
@nb_covid_info
@norahma20412961
@reesiepeacie
@albomp
@ragesheen
@noplaceforsheep
@realstirfryguy
@frankenfurter__
@manavanava

Top Replied-To in G10:
@spiro_ghost
@p_mcculloughmd
@monafreespeecha
@fweedomfightaw
@hrzn555
@provaxtexan
@jkelleyk
@lauralynntt
@hamsportschiro
@kim05212393

Top Mentioned
Top Mentioned in Entire Graph:
@healthbyjames
@rwmalonemd
@pfizer
@jakelyneloiola_
@project_veritas
@drsimonegold
@mariabartiromo
@crloselizondo
@goddeketal
@fullfact

Top Mentioned in G1:
@cinquerighe
@radimstranik
@rightspeaknet
@opa1420
@zjgalvan
@ernieyoung2002
@anthony_ciofani

Top Mentioned in G2:
@healthbyjames
@martamarco__
@gvdbossche
@mailonline
@truth_in_number
@kellyesorelle
@kinghippoh
@nina_ivanovna_
@jessicaledezmam
@uzmesragunes

Top Mentioned in G3:
@pfizer
@project_veritas
@spartajustice
@youtube
@jamesokeefeiii
@charliekirk11
@dc_draino
@stellaescotv
@nytimes
@healthbyjames

Top Mentioned in G4:
@rwmalonemd
@vigilantfox
@its_the_dr
@stkirsch
@healthbyjames
@kerpen
@spartajustice
@lvogruppo
@openvaers
@clarecraigpath

Top Mentioned in G5:
@potus
@_africanunion
@abiabi512
@helentekulu
@repstefanik
@nickknudsenus
@un
@awot12k
@real_defender
@getish_desta

Top Mentioned in G6:
@decoder_l
@borowskimike
@dover63a
@ouestmoncycle
@pascalpraud
@cnews
@vl_plus
@silvano_trotta
@un_etrehumain
@f_philippot

Top Mentioned in G7:
@goddeketal
@ianclayton0
@aghuff
@texaslindsay_
@healthbyjames
@bretweinstein
@woodland_beast
@toadmeister
@creon
@heathereheying

Top Mentioned in G8:
@meetjess
@enemyinastate
@ellecreative
@elisaperego78
@nurseborisbash
@foxnews
@bbcnews
@budvarcat
@llynneirwin
@drericding

Top Mentioned in G9:
@albomp
@mark_butler_mp
@globalbiosec
@1goodtern
@k_eagar
@arijitchakrav
@annastaciamp
@markmcgowanmp
@dom_perrottet
@danielandrewsmp

Top Mentioned in G10:
@p_mcculloughmd
@alegra1988
@lauralynntt
@yasminv
@pouldeau61
@andrewlazarus4
@nathanp70486209
@rickmanselfbow
@emeraldrobinson
@moderna_tx

Top Tweeters
Top Tweeters in Entire Graph:
@akiko_lawson
@andyvermaut
@republikaonline
@unoticias
@peruenlanoticia
@lado_mx
@independent
@britpoptarts
@lizditz
@vtvcanal8

Top Tweeters in G1:
@andyvermaut
@lado_mx
@independent
@toicitiesnews
@isearch247
@newsintweetscom
@costanzo740
@frasesimple
@onomsalam2pas
@opa1420

Top Tweeters in G2:
@reallordrebel
@donadeedooda
@mailonline
@mvf2008
@smakdaddy422
@bstovalljr
@crrja5
@dlfparis16
@l1ruiz
@cethomas19

Top Tweeters in G3:
@nytimes
@jeannebartram
@sodagrrl
@denlusk13
@bigtimejames86
@battlebornvt
@authorofabsurd
@vlad333_
@num1cboysfn
@rmconservative

Top Tweeters in G4:
@kevskewl
@woodheat
@prasadhemant
@soushikamizuki7
@johneltwitero
@deplorabletere1
@bolivargerard
@yardleyshooting
@clrfldcdaughtry
@kmika77

Top Tweeters in G5:
@heav_en1
@gebremar3
@samrawitkalayu7
@nanaoxford
@mulu3010992
@martawit8
@yohanes45682079
@zalemayu
@kymburleigh
@eyerustg

Top Tweeters in G6:
@cnews
@nova153
@shamobankiva66
@planete72
@planetes360
@carinem605
@nadbeau
@guyboulianne
@dover63a
@molinari14

Top Tweeters in G7:
@drdaveanddee
@sustain05
@mcarmichael16
@eryngreenfield
@vermillionrich
@tonyhui99
@theo_tj_jordan
@naomirwolf
@rebelnewsonline
@tarchiving

Top Tweeters in G8:
@foxnews
@bbcnews
@geoffypjohnston
@teach_n_travel
@theeconomist
@mitsawokett_uk
@marcusfitzsimon
@kim_crawley
@stutterloudly
@randyluv5

Top Tweeters in G9:
@abcnews
@janjan2892
@tenomewah
@activisthat_
@noplaceforsheep
@courtrum
@rexannakeats
@veronicasam13
@pickledog47
@teresabdb62

Top Tweeters in G10:
@doritmi
@maguto63
@monstercoyliar
@takethatct
@mcfunny
@hrzn555
@wendyorent
@pawley_robert
@searchwarrant1
@andrewlazarus4